| 2026 | EACL | Diffusion Language Model Inference with Monte Carlo Tree Search. | Zheng Huang, Kiran Ramnath, Yueyan Chen, Aosong Feng, Sangmin Woo, Balasubramaniam Srinivasan, Zhichao Xu, Kang Zhou, Shuai Wang, Haibo Ding, Lin Lee Cheong |
| 2025 | AAAI | Breaking Data Silos in Parkinson's Disease Diagnosis: An Adaptive Federated Learning Approach for Privacy-Preserving Facial Expression Analysis. | Meng Pang, Houwei Xu, Zheng Huang, Yintao Zhou, Wei Huang, Binghui Wang |
| 2025 | ICML | MindLLM: A Subject-Agnostic and Versatile Model for fMRI-to-text Decoding. | Weikang Qiu, Zheng Huang, Haoyu Hu, Aosong Feng, Yujun Yan, Rex Ying |
| 2025 | IJCNN | Enhance the prior knowledge in Bayesian learning with semantic similarity for few-shot image classification. | Jingyu Chen, Jiaying Wu, Can Gao, Zheng Huang, Zhaoman Zhong, Quan Gan |
| 2025 | IJCNN | Prior Enhancement Strategy Based on MAP for Few-shot Image Classification. | Zheng Huang, Jiaying Wu, Jingyu Chen, Zhaoman Zhong, Can Gao |
| 2025 | IROS | TopoLiDM: Topology-Aware LiDAR Diffusion Models for Interpretable and Realistic LiDAR Point Cloud Generation. | Jiuming Liu, Zheng Huang, Mengmeng Liu, Tianchen Deng, Francesco Nex, Hao Cheng, Hesheng Wang |
| 2025 | WSDM | Exploring the Explainability of Time Series Clustering: A Review of Methods and Practices. | Zheng Huang, Hao Hao, Lun Du |
| 2024 | ICML | Enhancing Size Generalization in Graph Neural Networks through Disentangled Representation Learning. | Zheng Huang, Qihui Yang, Dawei Zhou, Yujun Yan |
| 2024 | SecureComm | FLKT: Improving the Fidelity and Robustness of Federated Learning Aggregation Rules via the Key-Data and Trap-Model. | Peng Tang, Xiaojie Xu, Xinpeng Li, Weidong Qiu, Zheng Huang |
| 2023 | DASFAA | A Novel Deep Learning Framework for Interpretable Drug-Target Interaction Prediction with Attention and Multi-task Mechanism. | Yubin Zheng, Peng Tang, Weidong Qiu, Hao Wang, Jie Guo, Zheng Huang |
| 2023 | DSN | EXPERT: EXPloiting DRAM ERror Types to Improve the Effective Forecasting Coverage in the Field. | Xiangjun Peng, Zheng Huang, Alex Cantrell, Bihua Shu, Ke Ke Xie, Yi Li, Yu Li, Li Jiang, Qiang Xu, Ming-Chang Yang |
| 2023 | EMNLP | Support or Refute: Analyzing the Stance of Evidence to Detect Out-of-Context Mis- and Disinformation. | Xin Yuan, Jie Guo, Weidong Qiu, Zheng Huang, Shujun Li |
| 2023 | GLOBECOM | Manifold Optimization-Based Channel Estimation for RIS-Assisted MmWave MIMO-OFDM Systems. | Zheng Huang, Chen Liu, Yunchao Song, Zhisheng Yin, Youhua Fu, Nan Cheng |
| 2023 | ICANN | GenTC: Generative Transformer via Contrastive Learning for Receipt Information Extraction. | Xinrui Deng, Zheng Huang, Kefan Ma, Kai Chen, Jie Guo, Weidong Qiu |
| 2023 | ICANN | RRecT: Chinese Text Recognition with Radical-Enhanced Recognition Transformer. | Xinrui Deng, Zheng Huang, Kefan Ma, Kai Chen, Jie Guo, Weidong Qiu |
| 2023 | ICASSP | LED: Label Correlation Enhanced Decoder for Multi-Label Text Classification. | Kefan Ma, Zheng Huang, Xinrui Deng, Jie Guo, Weidong Qiu |
| 2023 | ICDAR | TDAE: Text Detection with Affinity Areas and Evolution Strategies. | Kefan Ma, Yuchen Luo, Zheng Huang, Kai Chen, Jie Guo, Weidong Qiu |
| 2023 | IJCNN | A Multi-Modal Approach for the Detection of Account Anonymity on Social Media Platforms. | Bo Wang, Jie Guo, Zheng Huang, Weidong Qiu |
| 2022 | ICTAI | GTRNet: a graph-based table reconstructed network. | Yuchen Luo, Zheng Huang, Jie Guo, Weidong Qiu |
| 2022 | WWW | Assessing the Causal Impact of COVID-19 Related Policies on Outbreak Dynamics: A Case Study in the US. | Jing Ma, Yushun Dong, Zheng Huang, Daniel Mietchen, Jundong Li |
| 2022 | SIGIR | Empowering Next POI Recommendation with Multi-Relational Modeling. | Zheng Huang, Jing Ma, Yushun Dong, Natasha Zhang Foutz, Jundong Li |
| 2022 | TrustCom | "Comments Matter and The More The Better!": Improving Rumor Detection with User Comments. | Yang Xu, Jie Guo, Weidong Qiu, Zheng Huang, Enes Altuncu, Shujun Li |
| 2021 | BMVC | Spatial Aggregation for Scene Text Recognition. | Yi-Li Huang, Chengyu Gu, Shilin Wang, Zheng Huang, Kai Chen |
| 2021 | DICTA | A Seq2seq-based Model with Global Semantic Context for Scene Text Recognition. | Yi-Li Huang, Shi-Lin Wang, Chengyu Gu, Zheng Huang, Kai Chen |
| 2021 | ICONIP | Scale Invariant Domain Generalization Image Recapture Detection. | Jinian Luo, Jie Guo, Weidong Qiu, Zheng Huang, Hong Hui |
| 2021 | ICTAI | Terroristic Content Detection using a Multi-scene classification system. | Chenyi Wang, Jie Guo, Weidong Qiu, Zheng Huang, Yuhang Yang |
| 2021 | SSDBM | Unsupervised Anomaly Detection for Time Series with Outlier Exposure. | Jiaming Feng, Zheng Huang, Jie Guo, Weidong Qiu |
| 2020 | ICCE | Effect of an Automated Writing Evaluation System on Students' EFL Writing Performance. | Limei Zhang, Zheng Huang |
| 2020 | ICPR | Weakly Supervised Attention Rectification for Scene Text Recognition. | Chengyu Gu, Shilin Wang, Yiwei Zhu, Zheng Huang, Kai Chen |
| 2020 | ICPR | GFTE: Graph-Based Financial Table Extraction. | Yiren Li, Zheng Huang, Junchi Yan, Yi Zhou, Fan Ye, Xianhui Liu |
| 2020 | ICPR | RLST: A Reinforcement Learning Approach to Scene Text Detection Refinement. | Xuan Peng, Zheng Huang, Kai Chen, Jie Guo, Weidong Qiu |
| 2019 | ICDAR | ICDAR2019 Competition on Scanned Receipt OCR and Information Extraction. | Zheng Huang, Kai Chen, Jianhua He, Xiang Bai, Dimosthenis Karatzas, Shijian Lu, C. V. Jawahar |
| 2019 | ICDAR | Integrating Coordinates with Context for Information Extraction in Document Images. | Zhaohui Jiang, Zheng Huang, Yunrui Lian, Jie Guo, Weidong Qiu |
| 2019 | ICDAR | A New Approach for Integrated Recognition and Correction of Texts from Images. | Jian Wei, Kai Chen, Jianhua He, Zheng Huang, Yunrui Lian, Yi Zhou |
| 2019 | ICIP | Wacnet: Word Segmentation Guided Characters Aggregation Net for Scene Text Spotting With Arbitrary Shapes. | Yuting Gao, Zheng Huang, Yuchen Dai, Kai Chen, Jie Guo, Weidong Qiu |
| 2019 | ICIP | Text Recognition in Images Based on Transformer with Hierarchical Attention. | Yiwei Zhu, Shilin Wang, Zheng Huang, Kai Chen |
| 2019 | VCIP | DSAN: Double Supervised Network with Attention Mechanism for Scene Text Recognition. | Yuting Gao, Zheng Huang, Yuchen Dai, Cheng Xu, Kai Chen, Jie Guo |
| 2018 | ADMA | SQL Injection Behavior Mining Based Deep Learning. | Peng Tang, Weidong Qiu, Zheng Huang, Huijuan Lian, Guozhen Liu |
| 2018 | ICPR | Fused Text Segmentation Networks for Multi-oriented Scene Text Detection. | Yuchen Dai, Zheng Huang, Yuting Gao, Youxuan Xu, Kai Chen, Jie Guo, Weidong Qiu |
| 2016 | ICIS | Relational IT Governance, Its Antecedents and Outcomes: A Study on Chinese Firms. | Jifeng Luo, Zhiyan Wu, Zheng Huang, Liping Wang |
| 2016 | ICONIP | Bi-directional LSTM Recurrent Neural Network for Chinese Word Segmentation. | Yushi Yao, Zheng Huang |
| 2016 | VINCI | A Comparative Study on Inter-Device Interaction: One-Handed Interaction VS Two-Handed Interaction. | Zheng Huang, Jed Limke, Jun Kong |
| 2014 | BIBE | A New Approach to Multimedia Files Carving. | Weidong Qiu, Run Zhu, Jie Guo, Xiaoming Tang, Bozhong Liu, Zheng Huang |
| 2014 | PIMRC | Network lifetime maximization based joint resource optimization for Wireless Body Area Networks. | Rong Chai, Panpan Wang, Zheng Huang, Cui Su |
| 2010 | Networking | End-to-End Throughput with Cooperative Communication in Multi-channel Wireless Networks. | Zheng Huang, Xin Wang, Baochun Li |
| 2008 | ICCCN | CODED IP: On the Feasibility of IP-Layer Network Coding. | Zheng Huang, Xunrui Yin, Xin Wang, Jin Zhao, Xiangyang Xue |
| 2008 | ICNC | A New Mechanism of Pheromone Increment and Diffusion for Solving Travelling Salesman Problems with Ant Colony Algorithm. | Junzhong Ji, Zheng Huang, Yamin Wang, Chunnian Liu |
| 2004 | ICDM | Mass Spectrum Labeling: Theory and Practice. | Zheng Huang, Lei Chen, Jin-yi Cai, Deborah S. Gross, David R. Musicant, Raghu Ramakrishnan, James J. Schauer, Stephen J. Wright |
| 2004 | SIGMOD | Cost-Based Labeling of Groups of Mass Spectra. | Lei Chen, Zheng Huang, Raghu Ramakrishnan |